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Mathematical Problems in Data Science: Theoretical and Practical Methods
This book describes current problems in data science and Big Data. Key topics are data classification, Graph Cut, the Laplacian Matrix, Google Page Rank, efficient algorithms, hardness of problems, different types of big data, geometric data structures, topological data processing, and various learning methods. For unsolved problems such as incomplete data relation and reconstruction, the book…
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- ISBN/ISSN
- 978-3319797397
- Collation
- -
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Statistical Causal Inferences and Their Applications in Public Health Research
This book compiles and presents new developments in statistical causal inference. The accompanying data and computer programs are publicly available so readers may replicate the model development and data analysis presented in each chapter. In this way, methodology is taught so that readers may implement it directly. The book brings together experts engaged in causal inference research to prese…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-41259-7
- Collation
- -
- Series Title
- XV, 321,13 b/w illustrations, 11 illustrations in colour
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- -
Statistical Analysis for High-Dimensional Data: The Abel Symposium 2014
This book features research contributions from The Abel Symposium on Statistical Analysis for High Dimensional Data, held in Nyvågar, Lofoten, Norway, in May 2014. The focus of the symposium was on statistical and machine learning methodologies specifically developed for inference in “big data” situations, with particular reference to genomic applications. The contributors, who are amon…
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- ISBN/ISSN
- 978-3319270975
- Collation
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Exploring the Design and Effects of Internal Knowledge Markets
This book investigates the design and implementation of market mechanisms to explore how they can support knowledge- and innovation management within firms. The book uses a multi-method design, combining qualitative and quantitative cases with experimentation. First the book reviews traditional approaches to solving the problem as well as markets as a key mechanism for problem solving. After a …
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- ISBN/ISSN
- 978-3-319-14517-4
- Collation
- 7 b/w illustrations
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- -
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Advances in Conceptual Modeling: ER 2015 Workshops AHA, CMS, EMoV, MoBID, MOR…
This book constitutes the refereed proceedings of seven workshops and a symposium, held at the 34th International Conference on Conceptual Modeling, ER 2015, in Stockholm, Sweden. The 26 revised full and 8 invited papers were carefully reviewed and selected out of 52 submissions to the following events: Conceptual Modelling for Ambient Assistance and Healthy Ageing, AHA-2015; Conceptual Mode…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-25747-1
- Collation
- XVIII, 360
- Series Title
- Lecture Notes in Computer Science
- Call Number
- 005.74 ADV a
Guide to Security Assurance for Cloud Computing
This practical and didactic text/reference discusses the leading edge of secure cloud computing, exploring the essential concepts and principles, tools, techniques and deployment models in this field. Enlightening perspectives are presented by an international collection of pre-eminent authorities in cloud security assurance from both academia and industry.
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- ISBN/ISSN
- 978-3-319-25986-4
- Collation
- XVIII, 229
- Series Title
- -
- Call Number
- 004 GUI
Expert T-SQL Window Functions in SQL Server
Expert T-SQL Window Functions in SQL Server takes you from any level of knowledge of windowing functions and turns you into an expert who can use these powerful functions to solve many T-SQL queries. Replace slow cursors and self-joins with queries that are easy to write and fantastically better performing, all through the magic of window functions. First introduced in SQL Server 2005, windo…
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- ISBN/ISSN
- 978-1-4842-1103-8
- Collation
- 91 b/w illustrations
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Expert SQL Server in-Memory OLTP
Expert SQL Server In-Memory OLTP is a deep dive into one of the most significant features of SQL Server 2014 – support for In-Memory Online Transaction Processing. The book describes the architecture and internals of the In-Memory OLTP Engine and explains how to develop, deploy, and maintain systems using it. With it you can dramatically increase transactional throughput to handle thousands o…
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- -
- ISBN/ISSN
- 978-1-4842-1136-6
- Collation
- 115 b/w illustrations
- Series Title
- -
- Call Number
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Expert Performance Indexing in SQL Server
This book is a deep dive into perhaps the single-most important facet of good performance: indexes, and how to best use them. The book begins in the shallow waters with explanations of the types of indexes and how they are stored in databases. Moving deeper into the topic, and further into the book, you will look at the statistics that are accumulated both by indexes and on indexes. You’ll be…
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- ISBN/ISSN
- 978-1-4842-1118-2
- Collation
- 238 b/w illustrations
- Series Title
- -
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Expert Oracle Exadata
Expert Oracle Exadata, 2nd Edition opens up the internals of Oracle's Exadata platform so that you can fully benefit from the most performant and scalable database hardware appliance capable of running Oracle Database. This edition is fully-updated to cover Exadata 5-2 and Oracle Database 12c. If you're new to Exadata, you'll soon learn that it embodies a change in how you think about and manag…
- Edition
- -
- ISBN/ISSN
- 978-1-4302-6242-8
- Collation
- 101 b/w illustrations
- Series Title
- -
- Call Number
- -
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